wip

agent.py

@@ -1,52 +1,60 @@
-from typing import Dict, Any
+import asyncio
 from agentpress.db import Database
-from agentpress.thread_manager import ThreadAgent, ThreadManager
+from agentpress.thread_manager import ThreadManager
-from agentpress.tool_registry import ToolRegistry
+from tools.files_tool import FilesTool
 
 async def run_agent():
     db = Database()
     manager = ThreadManager(db)
-    tool_registry = ToolRegistry()
     
     thread_id = await manager.create_thread()
-    await manager.add_message(thread_id, {"role": "user", "content": "Let's create a Python + HTML website. Start by outlining the project structure. Use the available tools to create and edit files as needed."})
+    await manager.add_message(thread_id, {"role": "user", "content": "Let's have a conversation about artificial intelligence and create a file summarizing our discussion."})
     
-    tools = tool_registry.get_all_tools()
+    system_message = {"role": "system", "content": "You are an AI expert engaging in a conversation about artificial intelligence. You can also create and manage files."}
     
-    async def initializer(agent):
+    files_tool = FilesTool()
-        pass
+    tool_schemas = files_tool.get_schemas()
 
-    async def pre_iteration(iteration: int, agent: ThreadAgent):
+    def initializer():
-        pass
+        print("Initializing thread run...")
+        manager.run_config['temperature'] = 0.8
 
-    async def after_iteration(iteration: int, result: Dict[str, Any], agent: ThreadAgent):
+    def pre_iteration():
-        pass
+        print(f"Preparing iteration {manager.current_iteration}...")
+        manager.run_config['max_tokens'] = 200 if manager.current_iteration > 3 else 150
 
-    async def finalizer(status: str, agent: ThreadAgent):
+    def after_iteration():
-        pass
+        print(f"Completed iteration {manager.current_iteration}. Status: {manager.run_config['status']}")
+        manager.run_config['continue_instructions'] = "Let's focus more on AI ethics in the next iteration and update our summary file."
 
-    system_message = {
+    def finalizer():
-        "role": "system", 
+        print(f"Thread run finished with status: {manager.run_config['status']}")
-        "content": "You are an expert AI Software Developer specializing in creating Python + HTML websites. Your task is to design, structure, and implement a website. Use the available tools to create and edit files for the project. Provide clear explanations and use the tools to implement code snippets directly into the appropriate files."
+        print(f"Final configuration: {manager.run_config}")
+
+    settings = {
+        "thread_id": thread_id,
+        "system_message": system_message,
+        "model_name": "gpt-4",
+        "temperature": 0.7,
+        "max_tokens": 150,
+        "autonomous_iterations_amount": 3,
+        "continue_instructions": "Continue the conversation about AI, introducing new aspects or asking thought-provoking questions. Don't forget to update our summary file.",
+        "initializer": initializer,
+        "pre_iteration": pre_iteration,
+        "after_iteration": after_iteration,
+        "finalizer": finalizer,
+        "tools": list(tool_schemas.keys()),
+        "tool_choice": "auto"
     }
 
-    response = await manager.run_thread_agent(
+    response = await manager.run_thread(settings)
-        thread_id=thread_id,
-        system_message=system_message,
-        model_name="gpt-4",
-        temperature=0.7,
-        max_tokens=4096,
-        autonomous_iterations_amount=3,
-        continue_instructions="Continue developing the Python + HTML website. Focus on one aspect at a time, such as backend setup, frontend design, or specific features. Use the available tools to create new files or edit existing ones. Implement code snippets directly into the appropriate files using the tools.",
-        initializer=initializer,
-        pre_iteration=pre_iteration,
-        after_iteration=after_iteration,
-        finalizer=finalizer,
-        tools=list(tools.keys())
-    )
     
-    return response
+    print(f"Thread run response: {response}")
+
+    messages = await manager.list_messages(thread_id)
+    print("\nFinal conversation:")
+    for msg in messages:
+        print(f"{msg['role'].capitalize()}: {msg['content']}")
 
 if __name__ == "__main__":
-    import asyncio
     asyncio.run(run_agent())

agentpress/thread_manager.py

@@ -417,6 +417,7 @@ class ThreadManager:
             "role": "assistant",
             "content": response_message.get('content') or "",
         }
+
         tool_calls = response_message.get('tool_calls')
         if tool_calls:
             message["tool_calls"] = [